nevasini1/adaptive-prm-simulator

The project addresses a high-value area in LLM alignment—Process Reward Models (PRMs) and curriculum learning—but currently lacks the signals required for a higher defensibility score. With 0 stars and 0 forks after two months, it is functionally a personal research repository or a code dump from a paper. The concept of 'Generative Difficulty Scaling' is an incremental improvement on standard curriculum learning. Frontier labs like OpenAI (with their 'Let's Verify Step by Step' research) and Anthropic are already building sophisticated, proprietary versions of this logic directly into their training pipelines. Without a unique dataset or a massive community-driven benchmarking effort, this project is highly susceptible to being rendered obsolete by standard library updates from Hugging Face (TRL) or the release of more robust open-source PRM frameworks from well-funded labs.